{"id":"W2754876779","doi":"10.1080/14634988.2017.1294425","title":"Elevated zooplankton production in a eutrophic Lake Ontario embayment: Hamilton Harbour 2002–2014","year":2017,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Zooplankton; Eutrophication; Ecology; Biology; Hypolimnion; Biomass (ecology); Trophic level; Fishery; Bosmina; Plankton; Oceanography; Daphnia; Environmental science; Nutrient","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002459517,0.0004313218,0.0006835443,0.000166452,0.0008128716,0.0002075705,0.0008033464,0.0001258456,0.00158984],"category_scores_gemma":[0.00003388579,0.000417461,0.00009892585,0.0001905398,0.00005968819,0.0004395209,0.0003019735,0.0003342225,0.003370308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002108196,"about_ca_system_score_gemma":0.00008478206,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04208968,"about_ca_topic_score_gemma":0.9217987,"domain_scores_codex":[0.9957494,0.0002788396,0.001257722,0.000989511,0.0007565451,0.0009679867],"domain_scores_gemma":[0.9967691,0.00003723423,0.001131711,0.001763589,0.00001243735,0.0002859867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001743938,0.0009939204,0.9140303,0.003323685,0.0002536618,0.0002601846,0.005103234,0.009841731,0.0000452606,0.003236728,0.03868454,0.02405238],"study_design_scores_gemma":[0.002789731,0.0004122838,0.7598691,0.001830073,0.00008433189,0.00004864181,0.0004401445,0.04512803,0.00002756053,0.001142431,0.1871023,0.001125362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684066,0.00008858939,0.0006823288,0.00239212,0.001654423,0.003614159,0.00002622578,0.0001086873,0.02302686],"genre_scores_gemma":[0.9856177,0.0001609477,0.0009439384,0.000308509,0.0001071071,0.0003268557,0.0000570687,0.00004927343,0.01242862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.879709,"threshold_uncertainty_score":0.9998277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425734410208941,"score_gpt":0.2430792534305081,"score_spread":0.2288219093284187,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}